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ORCIDJournal of Big Data, Volume 11
Volume 11, Number 1, December 2024
- Preston Billion Polak, Joseph D. Prusa, Taghi M. Khoshgoftaar:
Low-shot learning and class imbalance: a survey. 1 - Alvari Seppänen
, Eerik Alamikkotervo, Risto Ojala, Giacomo Dario, Kari Tammi:
Out-of-distribution- and location-aware PointNets for real-time 3D road user detection without a GPU. 2 - Jiaxu Huang, Haiqing Hu:
Hybrid beluga whale optimization algorithm with multi-strategy for functions and engineering optimization problems. 3 - Muhammad Aslam:
Analysis of imprecise measurement data utilizing z-test for correlation. 4 - Wubetu Barud Demilie:
Plant disease detection and classification techniques: a comparative study of the performances. 5 - Mohammed Elhmadany, Islam El-Maddah, Hossam E. Abdelmunim:
Instance segmentation on distributed deep learning big data cluster. 6 - Cynthia Yang, Egill A. Fridgeirsson, Jan A. Kors, Jenna Marie Reps, Peter R. Rijnbeek:
Impact of random oversampling and random undersampling on the performance of prediction models developed using observational health data. 7 - John T. Hancock, Huanjing Wang, Taghi M. Khoshgoftaar, Qianxin Liang:
Data reduction techniques for highly imbalanced medicare Big Data. 8 - Safak Kayikci, Taghi M. Khoshgoftaar:
Blockchain meets machine learning: a survey. 9 - Kousik Barik, Sanjay Misra:
Analysis of customer reviews with an improved VADER lexicon classifier. 10 - Seongeun Kim, Eunil Park:
Prediction of flight departure delays caused by weather conditions adopting data-driven approaches. 11 - Zafran Khan, Jeonghwan Gwak, Naima Iltaf, Witold Pedrycz, Moongu Jeon:
RPf-GCNs: reciprocal perspective driven fused GCNs for rumor detection on social media. 12 - Mohamed Abdel-Basset, Reda Mohamed, Ibrahim Alrashdi, Karam M. Sallam, Ibrahim A. Hameed:
CNN-IKOA: convolutional neural network with improved Kepler optimization algorithm for image segmentation: experimental validation and numerical exploration. 13 - Huike Li, Bo Li:
The state of metaverse research: a bibliometric visual analysis based on CiteSpace. 14 - Vladimir Mashurov, Vaagn Chopuryan, Vadim Porvatov, Arseny Ivanov, Natalia Semenova:
Gct-TTE: graph convolutional transformer for travel time estimation. 15 - Mohamed H. Behiry, Mohammed Aly:
Cyberattack detection in wireless sensor networks using a hybrid feature reduction technique with AI and machine learning methods. 16 - Norah Alrebdi, Amal A. Al-Shargabi:
Bilingual video captioning model for enhanced video retrieval. 17 - Bharti Khemani, Shruti Patil, Ketan Kotecha, Sudeep Tanwar:
A review of graph neural networks: concepts, architectures, techniques, challenges, datasets, applications, and future directions. 18 - Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa:
Block size estimation for data partitioning in HPC applications using machine learning techniques. 19 - Yuan-Wey Wang, Hsin-Chou Yang, Yi-Hau Chen, Chao-Yu Guo:
Generalized Estimating Equations Boosting (GEEB) machine for correlated data. 20 - Ying-Bin Liu, Yunhui Zeng, Jianhua Qin:
Dual channel and multi-scale adaptive morphological methods for infrared small targets. 21 - Mostafa M. El-Gayar, Mohamed Abouhawwash, Sameh S. Askar, Sara Sweidan:
A novel approach for detecting deep fake videos using graph neural network. 22 - Emmanuel Ileberi, Yanxia Sun, Zenghui Wang:
A machine learning-based credit risk prediction engine system using a stacked classifier and a filter-based feature selection method. 23 - Elijah M. Maseno, Zenghui Wang:
Hybrid wrapper feature selection method based on genetic algorithm and extreme learning machine for intrusion detection. 24 - Hongzhi Zhang, M. Omair Shafiq:
Survey of transformers and towards ensemble learning using transformers for natural language processing. 25 - Hua Liu, Siting Huang, Liting Yang, Hongshu Zhou, Bo Chen, Lisha Wu, Liyang Zhang:
Conventional dendritic cell 2 links the genetic causal association from allergic asthma to COVID-19: a Mendelian randomization and transcriptomic study. 26 - József Baranyi, Szilveszter Csorba, Zsuzsa Farkas, Tünde Pacza, Ákos Józwiak:
Internal dynamics of patent reference networks using the Bray-Curtis dissimilarity measure. 27 - Omar Galal, Ahmed H. Abdel-Gawad, Mona Farouk:
Federated Freeze BERT for text classification. 28 - Yuxin Wang, Shiman Zuo, Nanfei Yang, Ani Jian, Wei Zheng, Zichun Hua, Pingping Shen:
Deep learning enables the quantification of browning capacity of human adipose samples. 29 - Jan Behnert, Dean Lajic, Paul C. Bauer:
Can we predict multi-party elections with Google Trends data? Evidence across elections, data windows, and model classes. 30 - Huan Qin, Yangbo Ye:
Algorithms of the Möbius function by random forests and neural networks. 31 - Fangming Qu, Nolan Dang, Borko Furht, Mehrdad Nojoumian:
Comprehensive study of driver behavior monitoring systems using computer vision and machine learning techniques. 32 - Md. Alamin Talukder, Md. Manowarul Islam, Md. Ashraf Uddin, Khondokar Fida Hasan, Selina Sharmin, Salem A. Alyami, Mohammad Ali Moni:
Machine learning-based network intrusion detection for big and imbalanced data using oversampling, stacking feature embedding and feature extraction. 33 - JunHao Chen, XueLi Wang, Fei Lei:
Data-driven multinomial random forest: a new random forest variant with strong consistency. 34 - Julian Kauk, Helene Kreysa, André Scherag, Stefan R. Schweinberger:
The adaptive community-response (ACR) method for collecting misinformation on social media. 35 - Jing Li, Mohd Shahizan Othman, Hewan Chen, Lizawati Mi Yusuf:
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning. 36 - Keqin Shi, Zhen Chen, Weiqiang Sun, Weisheng Hu:
Measuring regularity of human physical activities with entropy models. 37 - Robert K. L. Kennedy, Flavio Villanustre, Taghi M. Khoshgoftaar, Zahra Salekshahrezaee:
Synthesizing class labels for highly imbalanced credit card fraud detection data. 38 - Nina Wiedemann, Krzysztof Janowicz, Martin Raubal, Ourania Kounadi:
Where you go is who you are: a study on machine learning based semantic privacy attacks. 39 - Jing Sun, Run Shi, Yang Wu, Yan Lou, Lijuan Nie, Chun Zhang, Yutian Cao, Qianhua Yan, Lifang Ye, Shu Zhang, Xuanbin Wang, Qibiao Wu, Xuehua Jiao, Jiangyi Yu, Zhuyuan Fang, Xiqiao Zhou:
Integration of transcriptomic analysis and multiple machine learning approaches identifies NAFLD progression-specific hub genes to reveal distinct genomic patterns and actionable targets. 40 - Amr A. Abd El-Mageed, Amr A. Abohany, Asmaa H. Ali, Khalid M. Hosny:
An adaptive hybrid african vultures-aquila optimizer with Xgb-Tree algorithm for fake news detection. 41 - Suchismit Mahapatra, Varun Chandola:
Learning manifolds from non-stationary streams. 42 - Kumar Abhishek, Colin J. Brown, Ghassan Hamarneh:
Multi-sample ζ-mixup: richer, more realistic synthetic samples from a p-series interpolant. 43 - Huanjing Wang, Qianxin Liang, John T. Hancock, Taghi M. Khoshgoftaar:
Feature selection strategies: a comparative analysis of SHAP-value and importance-based methods. 44 - Dario Malchiodi, Davide Raimondi, Giacomo Fumagalli, Raffaele Giancarlo, Marco Frasca:
The role of classifiers and data complexity in learned Bloom filters: insights and recommendations. 45 - Amr A. Abd El-Mageed, Ahmed E. Elkhouli, Amr A. Abohany, Mona Gamal Gafar:
Gene selection via improved nuclear reaction optimization algorithm for cancer classification in high-dimensional data. 46 - Essam H. Houssein, Rehab E. Mohamed, Gang Hu, Abdelmgeid A. Ali:
Adapting transformer-based language models for heart disease detection and risk factors extraction. 47 - Guanghui Yang, Xinyuan Feng:
Computer aided technology based on graph sample and aggregate attention network optimized for soccer teaching and training. 48 - Muhammad Aidiel Rachman Putra, Tohari Ahmad, Dandy Pramana Hostiadi:
B-CAT: a model for detecting botnet attacks using deep attack behavior analysis on network traffic flows. 49 - Jeroen de Mast, Joran Lokkerbol:
DAPS diagrams for defining Data Science projects. 50 - Zenghong Wu, Kun Zhang, Weijun Wang, Mengke Fan, Rong Lin:
The differences in gastric cancer epidemiological data between SEER and GBD: a joinpoint and age-period-cohort analysis. 51 - Qionghao Huang, Jili Chen:
Enhancing academic performance prediction with temporal graph networks for massive open online courses. 52 - Pan Pan, Yue Wang, Chang Liu, Yanhui Tu, Haibo Cheng, Qingyun Yang, Fei Xie, Yuan Li, Lixin Xie, Yuhong Liu:
Revisiting the potential value of vital signs in the real-time prediction of mortality risk in intensive care unit patients. 53 - Huawen Liu, Zongda Wu, Minghao Yin, Donghua Yu, Xinzhong Zhu, Jungang Lou:
An improved deep hashing model for image retrieval with binary code similarities. 54 - Raghu Raman, Debidutta Pattnaik, Hiran H. Lathabai, Chandan Kumar, Kannan Govindan, Prema Nedungadi:
Green and sustainable AI research: an integrated thematic and topic modeling analysis. 55 - Jose L. Salmeron, Irina Arévalo:
Blind Federated Learning without initial model. 56 - He Deng, Xu Liu, Tong Fang, Yuqing Li, Xiangde Min:
DFA-Net: Dual multi-scale feature aggregation network for vessel segmentation in X-ray digital subtraction angiography. 57 - Bilal Hassan Ahmed Khattak, Imran Shafi, Chaudhary Hamza Rashid, Mejdl S. Safran, Sultan Alfarhood, Imran Ashraf:
Profitability trend prediction in crypto financial markets using Fibonacci technical indicator and hybrid CNN model. 58 - Hussien Ali El-Sayed Ali, M. H. Alham, Doaa Khalil Ibrahim:
Big data resolving using Apache Spark for load forecasting and demand response in smart grid: a case study of Low Carbon London Project. 59 - Joseph Agyapong Mensah, Ezekiel N. N. Nortey, Eric Ocran, Samuel Iddi, Louis Asiedu:
De-occlusion and recognition of frontal face images: a comparative study of multiple imputation methods. 60 - Jieyi Li, Shuai Wang, Stevan Rudinac, Anwar Osseyran:
High-performance computing in healthcare:an automatic literature analysis perspective. 61 - Kevin C. Zhou, Mark Harfouche, Maxwell Zheng, Joakim Jönsson, Kyung Chul Lee, Kanghyun Kim, Ron Appel, Paul Reamey, Thomas Doman, Veton Saliu, Gregor Horstmeyer, Seung Ah Lee, Roarke Horstmeyer:
Computational 3D topographic microscopy from terabytes of data per sample. 62 - Riccardo Cantini, Alessio Orsino, Domenico Talia:
Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. 63 - Tewodros Alemu Ayall, Changjun Zhou, Huawen Liu, Getnet Mezgebu Brhanemeskel, Solomon Teferra Abate, Michael Adjeisah:
Amharic spoken digits recognition using convolutional neural network. 64 - Shailesh Tripathi, Nadine Bachmann, Manuel Brunner, Ziad Rizk, Herbert Jodlbauer:
Assessing the current landscape of AI and sustainability literature: identifying key trends, addressing gaps and challenges. 65 - Michael Stenger, Robert Leppich, Ian T. Foster, Samuel Kounev, André Bauer:
Evaluation is key: a survey on evaluation measures for synthetic time series. 66 - Jing-hao Qu, Xiao-ran Qin, Zi-jun Xie, Jia-he Qian, Yang Zhang, Xiao-nan Sun, Yu-zhao Sun, Rong-mei Peng, Ge-ge Xiao, Jing Lin, Xiaoyan Bian, Tie-hong Chen, Yan Cheng, Shao-feng Gu, Hai-kun Wang, Jing Hong:
Establishment of an automatic diagnosis system for corneal endothelium diseases using artificial intelligence. 67 - Mutasem K. Alsmadi, Malek Alzaqebah, Sana Jawarneh, Ibrahim Almarashdeh, Mohammed Azmi Al-Betar, Maram Al-Wohaibi, Noha A. Al-Mulla, Eman AE Ahmed, Ahmad Al Smadi:
Hybrid topic modeling method based on dirichlet multinomial mixture and fuzzy match algorithm for short text clustering. 68 - Gang Hu, Keke Song, Xiuxiu Li, Yi Wang:
DEMFFA: a multi-strategy modified Fennec Fox algorithm with mixed improved differential evolutionary variation strategies. 69 - Shimaa Ouf, Kholoud T. Mahmoud, Manal A. Abdel-Fattah:
A proposed hybrid framework to improve the accuracy of customer churn prediction in telecom industry. 70 - Anh Tuan Nguyen, Duy Hoang Pham, Bee Lan Oo, Yonghan Ahn, Benson Teck Heng Lim:
Predicting air quality index using attention hybrid deep learning and quantum-inspired particle swarm optimization. 71 - Dengke Yuan, Liping Zhang, Song Li, Guanglu Sun:
Skyline query under multidimensional incomplete data based on classification tree. 72 - Davide Tosi, Redon Kokaj, Marco Roccetti:
15 years of Big Data: a systematic literature review. 73 - Linheng Li, Can Wang, Jing Gan, Dapeng Zhang:
A fuel consumption-based method for developing local-specific CO2 emission rate database using open-source big data. 74 - Eugenio Cesario, Paolo Lindia, Andrea Vinci:
Multi-density crime predictor: an approach to forecast criminal activities in multi-density crime hotspots. 75 - Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese:
Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter. 76 - Francesco Folino, Gianluigi Folino, Francesco Sergio Pisani, Luigi Pontieri, Pietro Sabatino:
Efficiently approaching vertical federated learning by combining data reduction and conditional computation techniques. 77 - Wasyihun Sema Admass, Yirga Yayeh Munaye, Ayodeji Olalekan Salau:
Integration of feature enhancement technique in Google inception network for breast cancer detection and classification. 78 - David Levin, Gonen Singer:
GB-AFS: graph-based automatic feature selection for multi-class classification via Mean Simplified Silhouette. 79 - Nouar AlDahoul, Talal Rahwan, Yasir Zaki:
PoLYTC: a novel BERT-based classifier to detect political leaning of YouTube videos based on their titles. 80 - Run Shi, Jing Sun, Hanyu Zhou, Tong Hu, Zhaojia Gao, Xin Wang, Minglun Li, Zhaokai Zhou, Yongqian Shu:
Hypoxia within tumor microenvironment characterizes distinct genomic patterns and aids molecular subtyping for guiding individualized immunotherapy. 81 - Zahra Shojaee Rad, Mostafa Ghobaei-Arani:
Data pipeline approaches in serverless computing: a taxonomy, review, and research trends. 82 - Wu Sun, Hui Li, Qingqing Liang, Xiaofeng Zou, Mei Chen, Yanhao Wang:
On data efficiency of univariate time series anomaly detection models. 83 - Zhipeng Ma, Bo Nørregaard Jørgensen, Zheng Grace Ma:
A systematic data characteristic understanding framework towards physical-sensor big data challenges. 84 - Prateek Gupta, Adil Rasheed, Sverre Steen:
Correlation-based outlier detection for ships' in-service datasets. 85 - Michael Lowe, Joseph D. Prusa, Joffrey L. Leevy, Taghi M. Khoshgoftaar:
Advancing machine learning with OCR2SEQ: an innovative approach to multi-modal data augmentation. 86 - Muhammad Mujahid, Erol Kina, Furqan Rustam, Mónica Gracia Villar, Eduardo Silva Alvarado, Isabel de la Torre Díez, Imran Ashraf:
Data oversampling and imbalanced datasets: an investigation of performance for machine learning and feature engineering. 87 - Ghada Mostafa, Hamdi Mahmoud, Tarek Abd El-Hafeez, Mohamed E. ElAraby:
Feature reduction for hepatocellular carcinoma prediction using machine learning algorithms. 88 - Ruba Abu Khurma, Malik Braik, Abdullah Alzaqebah, Krishna Gopal Dhal, Robertas Damasevicius, Bilal Abu-Salih:
Advanced RIME architecture for global optimization and feature selection. 89 - Tulasi Gayatri Devi, Nagamma Patil:
Optimization-based convolutional neural model for the classification of white blood cells. 90 - Tora Fahrudin, Dedy Rahman Wijaya:
New custom rating for improving recommendation system performance. 91 - Supriya V. Mahadevkar, Shruti Patil, Ketan Kotecha, Lim Way Soong, Tanupriya Choudhury:
Exploring AI-driven approaches for unstructured document analysis and future horizons. 92 - Gihan Gamage, Daswin De Silva, Nishan Mills, Damminda Alahakoon, Milos Manic:
Emotion AWARE: an artificial intelligence framework for adaptable, robust, explainable, and multi-granular emotion analysis. 93 - Abdullah Alqahtani, Shtwai Alsubai, Mohemmed Sha, Ashit Kumar Dutta:
Examining ALS: reformed PCA and random forest for effective detection of ALS. 94 - Panagiotis Kouris, Georgios Alexandridis, Andreas Stafylopatis:
Text summarization based on semantic graphs: an abstract meaning representation graph-to-text deep learning approach. 95 - Maryam Shahcheraghi, Ryan Mercer, João Manuel De Almeida Rodrigues, Audrey Der, Hugo Filipe Silveira Gamboa, Zachary Zimmerman, Kerry Mauck, Eamonn J. Keogh:
Introducing Mplots: scaling time series recurrence plots to massive datasets. 96 - Abdullah Al Maruf, Ahmad Jainul Abidin, Md. Mahmudul Haque, Zakaria Masud Jiyad, Aditi Golder, Raaid Alubady, Zeyar Aung:
Hate speech detection in the Bengali language: a comprehensive survey. 97 - Mohammed Bergui, Soufiane Hourri, Said Najah, Nikola S. Nikolov:
Predictive modelling of MapReduce job performance in cloud environments using machine learning techniques. 98 - Longcan Cheng, Yan Nie, Hongxia Wen, Yan Li, Yali Zhao, Qian Zhang, Mingxing Lei, Shihui Fu:
An ensemble machine learning model for predicting one-year mortality in elderly coronary heart disease patients with anemia. 99 - Jeyoon Yeom, Hakyung Lee, Hoyoon Byun, Yewon Kim, Jeongeun Byun, Yunjeong Choi, Sungjin Kim, Kyungwoo Song:
Tc-llama 2: fine-tuning LLM for technology and commercialization applications. 100 - Ferdinandz Japhne, Kevin Janada, Agustinus Theodorus, Andry Chowanda:
Fitcam: detecting and counting repetitive exercises with deep learning. 101 - Qitan Shao, Xinglin Piao, Xiangyu Yao, Yuqiu Kong, Yongli Hu, Baocai Yin, Yong Zhang:
An adaptive composite time series forecasting model for short-term traffic flow. 102 - Md Nuho Ul Alam, Ibrahim Hasnine, Erfanul Hoque Bahadur, Abdul Kadar Muhammad Masum, Mercedes Briones Urbano, Manuel Masias Vergara, Jia Uddin, Imran Ashraf, Md Abdus Samad:
DiabSense: early diagnosis of non-insulin-dependent diabetes mellitus using smartphone-based human activity recognition and diabetic retinopathy analysis with Graph Neural Network. 103 - Wing Keung Cheung, Ashkan Pakzad, Nesrin Mogulkoc, Sarah Needleman, Bojidar Rangelov, Eyjolfur Gudmundsson, An Zhao, Mariam Abbas, Davina McLaverty, Dimitrios Asimakopoulos, Robert Chapman, Recep Savas, Sam M. Janes, Yipeng Hu, Daniel C. Alexander, John R. Hurst, Joseph Jacob:
Interpolation-split: a data-centric deep learning approach with big interpolated data to boost airway segmentation performance. 104 - Aya H. Salem, Safaa M. Azzam, O. E. Emam, Amr A. Abohany:
Advancing cybersecurity: a comprehensive review of AI-driven detection techniques. 105 - Sri Suryani Prasetiyowati, Yuliant Sibaroni:
Unlocking the potential of Naive Bayes for spatio temporal classification: a novel approach to feature expansion. 106 - Veerajay Gooljar, Tomayess Issa, Sarita Hardin-Ramanan, Bilal Abu-Salih:
Sentiment-based predictive models for online purchases in the era of marketing 5.0: a systematic review. 107 - Wangduk Seo, Jaegyun Park, Sanghyuck Lee, A-Seong Moon, Dae-Won Kim, Jaesung Lee:
Memetic multilabel feature selection using pruned refinement process. 108 - Abdulrahman AlAita, Muhammad Aslam, Khaled Al Sultan, Muhammad Saleem:
Analysis of Graeco-Latin square designs in the presence of uncertain data. 109 - Hongfang Gong, Siyu Zhang:
An aspect sentiment analysis model with Aspect Gated Convolution and Dual-Feature Filtering layers. 111 - Prasannavenkatesan Theerthagiri, A. Usha Ruby, J. George Chellin Chandran, Tanvir Habib Sardar, Ahamed Shafeeq B. M.:
Deep SqueezeNet learning model for diagnosis and prediction of maize leaf diseases. 112 - Rajib Kumar Halder, Mohammed Nasir Uddin, Ashraf Uddin, Sunil Aryal, Ansam Khraisat:
Enhancing K-nearest neighbor algorithm: a comprehensive review and performance analysis of modifications. 113 - Bubryur Kim, K. R. Sri Preethaa, Sujeen Song, R. R. Lukacs, Jinwoo An, Zengshun Chen, Euijung An, Sungho Kim:
Internet of things and ensemble learning-based mental and physical fatigue monitoring for smart construction sites. 115 - Luqman Ali, Hamad Aljassmi, Muhammed Swavaf, Wasif Khan, Fady Alnajjar:
Rs-net: Residual Sharp U-Net architecture for pavement crack segmentation and severity assessment. 116 - Alireza Jahandoost, Farhad Abedinzadeh Torghabeh, Seyyed Abed Hosseini, Mahboobeh Houshmand:
Crude oil price forecasting using K-means clustering and LSTM model enhanced by dense-sparse-dense strategy. 117 - Ali Yimam Eshetu, Endris Abdu Mohammed, Ayodeji Olalekan Salau:
Cybersecurity vulnerabilities and solutions in Ethiopian university websites. 118 - Junfeng An, Mengmeng Lu, Gang Li, Jiqiang Liu, Chongqing Wang:
Automated subway touch button detection using image process. 119 - Monica L. Smith, Connor Newton:
Cartographies of warfare in the Indian subcontinent: Contextualizing archaeological and historical analysis through big data approaches. 120 - I Nyoman Mahayasa Adiputra, Paweena Wanchai:
CTGAN-ENN: a tabular GAN-based hybrid sampling method for imbalanced and overlapped data in customer churn prediction. 121 - Jungryeol Park, Saesol Choi, Yituo Feng:
Predicting startup success using two bias-free machine learning: resolving data imbalance using generative adversarial networks. 122 - Abdul Rasheed Mahesar, Xiaoping Li, Dileep Kumar Sajnani:
Efficient microservices offloading for cost optimization in diverse MEC cloud networks. 123 - Chin-Tsu Chen, Asif Khan, Shih-Chih Chen:
Modeling the impact of BDA-AI on sustainable innovation ambidexterity and environmental performance. 124 - Yong Tang, Zhenghua Lin, Linjing Zhou, Weijia Wang, Longbo Wen, Yongli Zhou, Zongyuan Ge, Zhao Chen, Weiwei Dai, Zhikuan Yang, He Tang, Weizhong Lan:
AI sees beyond humans: automated diagnosis of myopia based on peripheral refraction map using interpretable deep learning. 125 - Qi Bin Kwong, Yee Thung Kon, Wan Rusydiah W. Rusik, Mohd Nor Azizi Shabudin, Shahirah Shazana A. Rahman, Harikrishna Kulaveerasingam, David Ross Appleton:
Enhancing oil palm segmentation model with GAN-based augmentation. 126 - Xisong Liang, Jie Wen, Chunrun Qu, Nan Zhang, Ziyu Dai, Hao Zhang, Peng Luo, Ming Meng, Zhixiong Liu, Fan Fan, Quan Cheng:
Inhibitory neuron links the causal relationship from air pollution to psychiatric disorders: a large multi-omics analysis. 127 - Asefeh Asemi, Adeleh Asemi, Andrea Ko:
A model for investment type recommender system based on the potential investors based on investors and experts feedback using ANFIS and MNN. 128 - Xiangyang Zhang, Zhaohui Jiang, Jiayao Ma, Yaru Qi, Yin Li, Yan Zhang, Yihan Liu, Chaochao Wei, Yihong Chen, Ping Liu, Yinghui Peng, Jun Tan, Ying Han, Shan Zeng, Changjing Cai, Hong Shen:
Leveraging large-scale genetic data to assess the causal impact of COVID-19 on multisystemic diseases. 129 - Xiaoyang Shen, Haibin Li, Achyut Shankar, Wattana Viriyasitavat, Vinay Chamola:
Evolutionary computation-based self-supervised learning for image processing: a big data-driven approach to feature extraction and fusion for multispectral object detection. 130 - Wei Feng, Bingjie Wang, Dan Song, Mengda Li, Anming Chen, Jing Wang, Siyong Lin, Yiran Zhao, Bin Wang, Zongyuan Ge, Shuyi Xu, Yuntao Hu:
Development and evaluation of a deep learning model for automatic segmentation of non-perfusion area in fundus fluorescein angiography. 131 - Samia Loucif, Murad Al-Rajab, Raed Abu Zitar, Mahmoud Rezk:
Toward a globally lunar calendar: a machine learning-driven approach for crescent moon visibility prediction. 114 - Zheng Li, Xiaojie Zhang, Chongyuan Sun, Zefeng Li, He Fei, Dongbing Zhao:
Integrating microarray-based spatial transcriptomics and RNA-seq reveals tissue architecture in colorectal cancer. 132 - Ali Mohammed Alsaffar, Mostafa Nouri Baygi, Hamed Majidi Zolbanin:
Shielding networks: enhancing intrusion detection with hybrid feature selection and stack ensemble learning. 133 - Doaa El-Shahat, Ahmed Tolba, Mohamed Abouhawwash, Mohamed Abdel-Basset:
Machine learning and deep learning models based grid search cross validation for short-term solar irradiance forecasting. 134 - Esraa Hassan, Samar Elbedwehy, Mahmoud Y. Shams, Tarek Abd El-Hafeez, Nora El-Rashidy:
Optimizing poultry audio signal classification with deep learning and burn layer fusion. 135 - Hui-Juan Zhang, Can-Can Chen, Peng Ran, Kai Yang, Quanchao Liu, Zhe-Yuan Sun, Jia Chen, Jia-Ke Chen:
A multi-dimensional hierarchical evaluation system for data quality in trustworthy AI. 136 - David Fernández Llorca, Pedro Frau, Ignacio Parra, Rubén Izquierdo, Emilia Gómez:
Attribute annotation and bias evaluation in visual datasets for autonomous driving. 137 - A. J. Alvero, Jinsook Lee, Alejandra Regla-Vargas, René F. Kizilcec, Thorsten Joachims, Anthony Lising Antonio:
Large language models, social demography, and hegemony: comparing authorship in human and synthetic text. 138 - Emmanuel Dave, Andry Chowanda:
IPerFEX-2023: Indonesian personal financial entity extraction using indoBERT-BiGRU-CRF model. 139 - Imran Ashraf, Seungpil Jung, Soojung Hur, Yongwan Park:
A systematic literature review of neuroimaging coupled with machine learning approaches for diagnosis of attention deficit hyperactivity disorder. 140 - Qibo Sun, Chaofan Wang, Yi Chen, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
An efficient weighted slime mould algorithm for engineering optimization. 141 - Meenakshi Malhotra, Savita Walia, Chia-Chen Lin, Inderdeep Kaur Aulakh, Saurabh Agarwal:
A systematic scrutiny of artificial intelligence-based air pollution prediction techniques, challenges, and viable solutions. 142 - Muhammad Bilal, Muhammad Aamir, Saleem Abdullah, Siti Mariam Norrulashikin, Ohud A. Alqasem, Maysaa Elmahi Abd Elwahab, Ilyas Khan:
Metamorphosing forex: advancements in volatility forecasting using a modified fuzzy time series framework. 143 - Meghna Manoj Nair, Harini Sriraman, Gadiparthy Harika Sai, V. Pattabiraman:
DroneSilient (drone + resilient): an anti-drone system. 144 - Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alexander V. Veidenbaum:
Hyperdimensional computing: a framework for stochastic computation and symbolic AI. 145 - Tijana Geroski, Ognjen Pavic, Lazar Dasic, Dragan Milovanovic, Marina Petrovic, Nenad Filipovic:
SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images. 146 - V. Elakiya, P. Aruna, N. Puviarasan:
Mosaicking based optimal threshold image enhancement for violence detection with deep quadratic attention mechanism. 147 - Val Vec, Saso Tomazic, Anton Kos, Anton Umek:
Trends in real-time artificial intelligence methods in sports: a systematic review. 148 - Yunjin Go, Jestlin Tianthing Ng, Darren Wan-Teck Lim, Su Bin Lim:
HepScope: CNN-based single-cell discrimination of malignant hepatocytes. 149 - Yonghong Wang, Marini Othman, Wou Onn Choo, Ruiqing Liu, Xiaofeng Wang:
DFRDRL: a dynamic fuzzy routing algorithm based on deep reinforcement learning with guaranteed latency and bandwidth for software-defined networks. 150 - Yu Guo, Ziyi Cheng, Jundong Zhang, Bin Sun, YongKang Wang:
A review on adversarial-based deep transfer learning mechanical fault diagnosis. 151 - Lucia Pons, Marta Navarro, Salvador Petit, Julio Pons, María Engracia Gómez, Julio Sahuquillo:
Smt efficiency in supervised ML methods: a throughput and interference analysis. 152 - Qiang Li, Jiwei Qin, Daishun Cui, Dezhi Sun, Dacheng Wang:
CMMamba: channel mixing Mamba for time series forecasting. 153 - Jayaraman Kumarappan, Elakkiya Rajasekar, Subramaniyaswamy Vairavasundaram, Ketan Kotecha, Ambarish Kulkarni:
Siamese Graph Convolutional Split-Attention Network with NLP based Social Sentimental Data for enhanced stock price predictions. 154 - Laura Dipietro, Uri T. Eden, Seth Elkin-Frankston, Mirret M. El-Hagrassy, Deniz Doruk Camsari, Ciro Ramos-Estebanez, Felipe Fregni, Timothy Wagner:
Integrating Big Data, Artificial Intelligence, and motion analysis for emerging precision medicine applications in Parkinson's Disease. 155 - Mihajlo Ogrizovic, Drazen Draskovic, Dragan Bojic:
Quality assurance strategies for machine learning applications in big data analytics: an overview. 156 - Hee Joon Choi, Won Kyung Lee, So Young Sohn:
PM2.5 prediction using population-based centrality weight. 157 - Koji Ito, Haruka Ohba, Shinya Mizuno:
Low-level turbulence risk assessment and visualization using temporal rate of change of headwind of an aircraft. 158 - Asmaa Ameen, Ibrahim Eldesouky Fattoh, Tarek Abd El-Hafeez, Kareem Ahmed:
Advances in ECG and PCG-based cardiovascular disease classification: a review of deep learning and machine learning methods. 159 - Marcel Sagming, Reolyn Heymann, Maria Vivien Visaya:
Using topological data analysis and machine learning to predict customer churn. 160 - Marko Misic, Matija Dodovic:
An assessment of large language models for OpenMP-based code parallelization: a user perspective. 161 - Vladimir Kokovic, Kosta Pavlovic, Andjela Mijanovic, Slavko Kovacevic, Ivan Macuzic, Vladimir Bozovic:
Exploring statistical and machine learning methods for modeling probability distribution parameters in downtime length analysis: a paper manufacturing machine case study. 162 - Marco Procaccini, Amin Sahebi, Roberto Giorgi:
A survey of graph convolutional networks (GCNs) in FPGA-based accelerators. 163 - Guojiang Xiong, Jing Zhang, Xiaofan Fu, Jun Chen, Ali Wagdy Mohamed:
Seasonal short-term photovoltaic power prediction based on GSK-BiGRU-XGboost considering correlation of meteorological factors. 164 - Jun Kou, Zuying Li, Yazi You, Ruiqi Wang, Jingyu Chen, Yi Tang:
Automatic identification and classification of pediatric glomerulonephritis on ultrasound images based on deep learning and radiomics. 165 - Ying Tian, Majid Khan Majahar Ali, Lili Wu:
The application of adaptive group LASSO imputation method with missing values in personal income compositional data. 166 - R. Saravanakumar, T. Tamilselvi, Digvijay Pandey, Binay Kumar Pandey, Darshan A. Mahajan, Mesfin Esayas Lelisho:
Big data processing using hybrid Gaussian mixture model with salp swarm algorithm. 167 - Md. Alamin Talukder, Majdi Khalid, Ashraf Uddin:
An integrated multistage ensemble machine learning model for fraudulent transaction detection. 168 - Filip Dordevic, Marko Marinkovic:
Advanced ANN regularization-based algorithm for prediction of the fundamental period of masonry infilled RC frames. 169 - Ebenezer Fiifi Emire Atta Mills, Zihui Deng, Zhuoqing Zhong, Jinger Li:
Data-driven prediction of soccer outcomes using enhanced machine and deep learning techniques. 170 - Naglaa Abdelhady, Ibrahim E. El-Semman, Taysir Hassan A. Soliman:
A real-time predicting online tool for detection of people's emotions from Arabic tweets based on big data platforms. 171 - Huangying Wu, Yi Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
Dual-weight decay mechanism and Nelder-Mead simplex boosted RIME algorithm for optimal power flow. 172 - Bogdan Milicevic, Zoran Babovic:
A systematic review of deep learning applications in database query execution. 173 - Weidong Wang, Mian Muhammad Yasir Khalil, Leta Yobsan Bayisa:
Online variational Gaussian process for time series data. 174 - Lianyu Sui, Huan Meng, Jianing Wang, Wei Yang, Lulu Yang, Xudan Chen, Liyong Zhuo, Lihong Xing, Yu Zhang, Jingjing Cui, Xiaoping Yin:
Distinguishing novel coronavirus influenza A virus pneumonia with CT radiomics and clinical features. 175 - Fatima Es-Sabery, Ibrahim Es-Sabery, Junaid Qadir, Beatriz Sainz-de-Abajo, Begonya Garcia-Zapirain:
A hybrid Hadoop-based sentiment analysis classifier for tweets associated with COVID-19 utilizing two machine learning algorithms: CNN, and fuzzy C4.5. 176 - Ibrahim M. Hezam, Ahmed M. Ali, Ahmad M. Alshamrani, Xuehong Gao, Mohamed Abdel-Basset:
Artificial intelligence's impact on drug delivery in healthcare supply chain management: data, techniques, analysis, and managerial implications. 177 - Vladimir Filipovic, Aleksandar Kartelj:
Topological variable neighborhood search. 178 - Rahul Haripriya, Nilay Khare, Manish Pandey, Sreemoyee Biswas:
Decentralized big data mining: federated learning for clustering youth tobacco use in India. 179 - Chutisant Kerdvibulvech:
Big data and AI-driven evidence analysis: a global perspective on citation trends, accessibility, and future research in legal applications. 180 - Nicholas Mamo, Joel Azzopardi, Colin Layfield:
Watch and learn: event-domain term extraction from social networks. 181 - Dalia Breskuviene, Gintautas Dzemyda:
Enhancing credit card fraud detection: highly imbalanced data case. 182
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